FeatureConfig

Component: Module

class pytext.config.field_config.FeatureConfig

Bases: Module.Config

All Attributes (including base classes)

load_path: Optional[str] = None

save_path: Optional[str] = None

freeze: bool = False

shared_module_key: Optional[str] = None

word_feat: WordEmbedding.Config = WordEmbedding.Config()

seq_word_feat: Optional[WordEmbedding.Config] = None

dict_feat: Optional[DictEmbedding.Config] = None

char_feat: Optional[CharacterEmbedding.Config] = None

dense_feat: Optional[FloatVectorConfig] = None

contextual_token_embedding: Optional[ContextualTokenEmbedding.Config] = None

Default JSON

{
    "load_path": null,
    "save_path": null,
    "freeze": false,
    "shared_module_key": null,
    "word_feat": {
        "load_path": null,
        "save_path": null,
        "freeze": false,
        "shared_module_key": null,
        "embed_dim": 100,
        "embedding_init_strategy": "random",
        "embedding_init_range": null,
        "embeddding_init_std": 0.02,
        "export_input_names": [
            "tokens_vals"
        ],
        "pretrained_embeddings_path": "",
        "vocab_file": "",
        "vocab_size": 0,
        "vocab_from_train_data": true,
        "vocab_from_all_data": false,
        "vocab_from_pretrained_embeddings": false,
        "lowercase_tokens": true,
        "min_freq": 1,
        "mlp_layer_dims": [],
        "padding_idx": null,
        "cpu_only": false,
        "skip_header": true,
        "delimiter": " "
    },
    "seq_word_feat": null,
    "dict_feat": null,
    "char_feat": null,
    "dense_feat": null,
    "contextual_token_embedding": null
}